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66 lines
1.6 KiB
YAML
66 lines
1.6 KiB
YAML
# TinyTorch: Build ML Systems from Scratch
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# Table of Contents Structure
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format: jb-book
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root: intro
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title: "TinyTorch Course"
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parts:
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- caption: Usage Paths
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chapters:
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- file: usage-paths/quick-exploration
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title: "🔬 Quick Exploration"
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- file: usage-paths/serious-development
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title: "🏗️ Serious Development"
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- file: usage-paths/classroom-use
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title: "👨🏫 Classroom Use"
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- caption: Foundation
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chapters:
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- file: chapters/01-setup
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title: "1. Setup"
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- file: chapters/02-tensor
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title: "2. Tensors"
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- file: chapters/03-activations
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title: "3. Activations"
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- caption: Building Blocks
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chapters:
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- file: chapters/04-layers
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title: "4. Layers"
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- file: chapters/05-networks
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title: "5. Networks"
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- file: chapters/06-cnn
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title: "6. CNNs"
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- caption: Training Systems
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chapters:
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- file: chapters/07-dataloader
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title: "7. DataLoader"
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- file: chapters/08-autograd
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title: "8. Autograd"
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- file: chapters/09-optimizers
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title: "9. Optimizers"
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- file: chapters/10-training
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title: "10. Training"
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- caption: Production & Performance
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chapters:
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- file: chapters/11-compression
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title: "11. Compression"
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- file: chapters/12-kernels
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title: "12. Kernels"
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- file: chapters/13-benchmarking
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title: "13. Benchmarking"
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- file: chapters/14-mlops
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title: "14. MLOps"
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- caption: Appendices
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chapters:
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- file: appendices/installation
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title: "Installation Guide"
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- file: appendices/troubleshooting
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title: "Troubleshooting"
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- file: appendices/resources
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title: "Additional Resources"
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